CN110034970A - The network equipment distinguishes method of discrimination and device - Google Patents
The network equipment distinguishes method of discrimination and device Download PDFInfo
- Publication number
- CN110034970A CN110034970A CN201910202080.1A CN201910202080A CN110034970A CN 110034970 A CN110034970 A CN 110034970A CN 201910202080 A CN201910202080 A CN 201910202080A CN 110034970 A CN110034970 A CN 110034970A
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- China
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- equipment
- network equipment
- internet
- device type
- preset flow
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0876—Network utilisation, e.g. volume of load or congestion level
- H04L43/0888—Throughput
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/12—Network monitoring probes
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
Abstract
The embodiment of the present invention provides a kind of network equipment and distinguishes method of discrimination and device, belongs to internet of things field.It comprises determining that the access way of the network equipment, and is based on access way, obtain preset flow data；According to preset flow data, determine that the device type of the network equipment, device type are internet of things equipment or traditional equipment.Due to the provision of a kind of new mode, internet of things equipment can be accurately distinguished out in huge various kinds of equipment, consequently facilitating can effectively manage and accurately grasp internet of things equipment using situation, data can also be provided for accurate allotment underlying network resources and supported.In addition to this, moreover it is possible to which the permit standard of strict control internet of things equipment promotes internet security.
Description
Technical field
The present embodiments relate to internet of things field more particularly to a kind of network equipment to distinguish method of discrimination and dress
It sets.
Background technique
Internet of Things can realize the interconnection of the automatic identification and information of article (commodity) and shared by computer internet,
Intelligent storage, wisdom logistics, intelligent medical, wired home, reading intelligent agriculture, intelligent transportation, smart grid etc. suffer from wide
General application.Face the future such large-scale internet of things equipment, and operational management, which will become, influences what Internet of Things efficiency played
Key factor can accurately grasp internet of things equipment using situation, for accurate allotment underlying network resources by effectively managing
It provides data to support, and the permit standard of energy strict control internet of things equipment, promotes internet security.Currently, internet of things equipment
It is run based on mobile Internet, shares consolidated network with traditional communication equipment.To implement effective management to internet of things equipment,
First have to solve how to accurately distinguish out internet of things equipment this problem from huge various kinds of equipment.
Summary of the invention
To solve the above-mentioned problems, the embodiment of the present invention provides one kind and overcomes the above problem or at least be partially solved
The network equipment for stating problem distinguishes method of discrimination and device.
According to a first aspect of the embodiments of the present invention, a kind of network equipment differentiation method of discrimination is provided, comprising:
It determines the access way of the network equipment, and is based on access way, obtain preset flow data；
According to preset flow data, determine that the device type of the network equipment, device type are that internet of things equipment or tradition are set
It is standby.
According to a second aspect of the embodiments of the present invention, a kind of network equipment differentiation discriminating gear is provided, comprising:
First determining module, for determining the access way of the network equipment；
Module is obtained, for being based on access way, obtains preset flow data；
Second determining module, for determining that the device type of the network equipment, device type are object according to preset flow data
Networked devices or traditional equipment.
According to a third aspect of the embodiments of the present invention, a kind of electronic equipment is provided, comprising:
At least one processor；And
At least one processor being connect with processor communication, in which:
Memory is stored with the program instruction that can be executed by processor, and the instruction of processor caller is able to carry out first party
The network equipment provided by any possible implementation distinguishes method of discrimination in the various possible implementations in face.
According to the fourth aspect of the invention, a kind of non-transient computer readable storage medium, non-transient computer are provided
Readable storage medium storing program for executing stores computer instruction, and computer instruction makes the various possible implementations of computer execution first aspect
In the network equipment provided by any possible implementation distinguish method of discrimination.
The network equipment provided in an embodiment of the present invention distinguishes method of discrimination and device, by the access side for determining the network equipment
Formula, and it is based on access way, obtain preset flow data.According to preset flow data, the device type of the network equipment is determined, if
Standby type is internet of things equipment or traditional equipment.It, can be quasi- in huge various kinds of equipment due to the provision of a kind of new mode
Internet of things equipment really is distinguished, consequently facilitating can effectively manage and accurately grasp internet of things equipment using situation, can also be
Accurate allotment underlying network resources provide data and support.In addition to this, moreover it is possible to which the permit standard of strict control internet of things equipment mentions
Rise internet security.
It should be understood that above general description and following detailed description be it is exemplary and explanatory, can not
Limit the embodiment of the present invention.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair
Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is the flow diagram that a kind of network equipment provided in an embodiment of the present invention distinguishes method of discrimination；
Fig. 2 is a kind of form schematic diagram of data packet provided in an embodiment of the present invention；
Fig. 3 is the structural schematic diagram that a kind of network equipment provided in an embodiment of the present invention distinguishes discriminating gear；
Fig. 4 is the block diagram of a kind of electronic equipment provided in an embodiment of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
Internet of Things can realize the interconnection of the automatic identification and information of article (commodity) and shared by computer internet,
Intelligent storage, wisdom logistics, intelligent medical, wired home, reading intelligent agriculture, intelligent transportation, smart grid etc. suffer from wide
General application.Face the future such large-scale internet of things equipment, and operational management, which will become, influences what Internet of Things efficiency played
Key factor can accurately grasp internet of things equipment using situation, for accurate allotment underlying network resources by effectively managing
It provides data to support, and the permit standard of energy strict control internet of things equipment, promotes internet security.Currently, internet of things equipment
It is run based on mobile Internet, shares consolidated network with traditional communication equipment.To implement effective management to internet of things equipment,
First have to solve how to accurately distinguish out internet of things equipment this problem from huge various kinds of equipment.
For the problems in the relevant technologies, in conjunction with above description, the embodiment of the invention provides a kind of differentiations of network equipment
Method of discrimination.Referring to Fig. 1, this method comprises: 101, determine the access way of the network equipment；102, it is based on access way, is obtained
Preset flow data；103, according to preset flow data, determine that the device type of the network equipment, device type are internet of things equipment
Or traditional equipment.
Wherein, it may be determined that the special purpose interface under every kind of access way whether there is data on flows.For there are datas on flows
Special purpose interface, then illustrate the network equipment access way be the corresponding access way of the special purpose interface.Determining the network equipment
Access way after, can acquire again by the special purpose interface in the corresponding specified gateway of access way and accumulate the network equipment
Data on flows, as preset flow data, consequently facilitating subsequent analyzed, the present invention is not especially limit this.
Since the access way of the network equipment is different, available data type is also different, thus in a step 102, in combination with network
The access way of equipment and the available preset flow data under access way, to determine the device type of the network equipment.
The equipment that internet of things equipment refers to access Internet of Things, the equipment that traditional equipment refers to access traditional network.
Method provided in an embodiment of the present invention by determining the access way of the network equipment, and is based on access way, obtains
Preset flow data.According to preset flow data, determine that the device type of the network equipment, device type are internet of things equipment or biography
System equipment.Due to the provision of a kind of new mode, internet of things equipment can be accurately distinguished out in huge various kinds of equipment, thus
Convenient for can effectively manage and accurately grasp internet of things equipment using situation, can also be provided for accurate allotment underlying network resources
Data are supported.In addition to this, moreover it is possible to which the permit standard of strict control internet of things equipment promotes internet security.
Content based on the above embodiment, as a kind of alternative embodiment, access way is fixed network access, preset flow number
According to including packets fields.Wherein, the format of collected raw data packets, as shown in Fig. 2, usually may include timestamp,
Source IP address, purpose IP address, TCP/UDP data packet and other IP data packet head fields etc., the embodiment of the present invention does not make this
It is specific to limit.The packets fields of available needs from raw data packets.
Content based on the above embodiment, as a kind of alternative embodiment, packets fields include in following information extremely
Few any one, following information are respectively source IP address, purpose IP address, source port, target port, packet length, communication protocol, adopt
Collect duration, user agent's mark, data type and data length.Wherein, source IP address, purpose IP address, source port, target side
Mouth, packet length, communication protocol and acquisition duration can be extracted from the packet header of raw data packets and be obtained, and user agent's mark, data
Type and data length can be extracted from the payload in raw data packets by regular expression to be obtained, the embodiment of the present invention
This is not especially limited.
For the network equipment of fixed network access, it can not directly judge that belonging to internet of things equipment still passes by packet content
It unites equipment, then can be distinguish according to the difference in terms of internet of things equipment and traditional equipment behavioural characteristic.Based on the above embodiment
Content, as a kind of alternative embodiment, the embodiment of the present invention is not to according to preset flow data, the equipment for determining the network equipment
The mode of type specifically limits, including but not limited to: according to packets fields, obtaining the communication session feature of the network equipment；
Clustering is carried out to communication session feature and determines the device type of the network equipment based on the analysis results.
Wherein, the mode of clustering can use Kmeans Clustering Model, and the embodiment of the present invention does not limit this specifically
It is fixed.Kmeans Clustering Model is the clustering algorithm based on distance, the evaluation index using distance as similitude, it is believed that two right
The distance of elephant is closer, and similarity is bigger.The network equipment with similar behavior distribution characteristics can be divided into one by Kmeans
Classification, and then realize the differentiation to the internet of things equipment and traditional equipment that access according to fixed network.
Content based on the above embodiment, as a kind of alternative embodiment, communication session feature includes in following characteristics item
At least any one, following characteristics item is respectively ratio between session active time section, uplink traffic and downlink traffic, meeting
Talk about liveness, inter-dialog gap and session destination IP sum.
Wherein, the traditional equipment time enlivens section and focuses mostly on daytime, and the internet of things equipment time, to enliven section whole day equal
Even distribution, so that session active time section can be used as the distinguishing characteristic for distinguishing traditional equipment and internet of things equipment.Internet of Things is set
Standby especially attribute decision generally requires to upload mass data, and traditional equipment is then based on downloading, and uplink traffic is more obvious than the former
Greater than the latter, so that the ratio between uplink traffic and downlink traffic can also be used as distinguishing characteristic.The session of internet of things equipment
Liveness is generally significantly lower than traditional equipment (such as mobile phone), so that session liveness can be used as distinguishing characteristic.Internet of things equipment
Session Time interval be longer than traditional equipment, so that inter-dialog gap can be used as distinguishing characteristic.The purpose of internet of things equipment access
IP number is less, and relatively fixed, and the IP number of traditional equipment access is more, and stationarity is poor, so that session destination IP sum is same
Sample can be used as distinguishing characteristic.
Content based on the above embodiment, as a kind of alternative embodiment, access way is Cellular Networks access, preset flow
Data are the International Mobile Equipment Identity code of the network equipment.
Content based on the above embodiment, as a kind of alternative embodiment, the embodiment of the present invention is not to according to preset flow
Data determine that the mode of the device type of the network equipment specifically limits, including but not limited to: in International Mobile Equipment Identity code
Database in inquire the network equipment International Mobile Equipment Identity code, the equipment class of the network equipment is determined according to query result
Type.
It should be noted that can be first in the way of honeycomb access in actual application, and use international mobile device
The mode of identity code inquiry, carries out the differentiation of device type.If the device type of the network equipment cannot be determined successfully, can press again
The mode of mode namely clustering according to fixed network access, determines the device type of the network equipment.
Content based on the above embodiment, the embodiment of the invention provides a kind of network equipments to distinguish discriminating gear, the dress
It sets and distinguishes method of discrimination for executing the network equipment provided in above method embodiment.Referring to Fig. 3, which includes: first
Determining module 301, for determining the access way of the network equipment；Module 302 is obtained, for being based on access way, is obtained default
Data on flows；Second determining module 303, for determining the device type of the network equipment, device type according to preset flow data
For internet of things equipment or traditional equipment.
Content based on the above embodiment, as a kind of alternative embodiment, access way is fixed network access, preset flow number
According to including packets fields.
Content based on the above embodiment, as a kind of alternative embodiment, packets fields include in following information extremely
Few any one, following information are respectively source IP address, purpose IP address, source port, target port, packet length, communication protocol, adopt
Collect duration, user agent's mark, data type and data length.
Content based on the above embodiment, as a kind of alternative embodiment, the second determining module 303, for according to data
Packet field obtains the communication session feature of the network equipment；Clustering is carried out to communication session feature, based on the analysis results, really
Determine the device type of the network equipment.
Content based on the above embodiment, as a kind of alternative embodiment, communication session feature includes in following characteristics item
At least any one, following characteristics item is respectively ratio between session active time section, uplink traffic and downlink traffic, meeting
Talk about liveness, inter-dialog gap and session destination IP sum.
Content based on the above embodiment, as a kind of alternative embodiment, access way is Cellular Networks access, preset flow
Data include the International Mobile Equipment Identity code of the network equipment.
Content based on the above embodiment, as a kind of alternative embodiment, the second determining module 303, for being moved in the world
The International Mobile Equipment Identity code that the network equipment is inquired in the database of dynamic device identity, determines that network is set according to query result
Standby device type.
Device provided in an embodiment of the present invention by determining the access way of the network equipment, and is based on access way, obtains
Preset flow data.According to preset flow data, determine that the device type of the network equipment, device type are internet of things equipment or biography
System equipment.Due to the provision of a kind of new mode, internet of things equipment can be accurately distinguished out in huge various kinds of equipment, thus
Convenient for can effectively manage and accurately grasp internet of things equipment using situation, can also be provided for accurate allotment underlying network resources
Data are supported.In addition to this, moreover it is possible to which the permit standard of strict control internet of things equipment promotes internet security.
Fig. 4 illustrates the entity structure schematic diagram of a kind of electronic equipment, as shown in figure 4, the electronic equipment may include: place
Manage device (processor) 410, communication interface (Communications Interface) 420,430 He of memory (memory)
Communication bus 440, wherein processor 410, communication interface 420, memory 430 complete mutual lead to by communication bus 440
Letter.Processor 410 can call the logical order in memory 430, to execute following method: determining the access side of the network equipment
Formula, and it is based on access way, obtain preset flow data；According to preset flow data, the device type of the network equipment is determined, if
Standby type is internet of things equipment or traditional equipment.
In addition, the logical order in above-mentioned memory 430 can be realized by way of SFU software functional unit and conduct
Independent product when selling or using, can store in a computer readable storage medium.Based on this understanding, originally
Substantially the part of the part that contributes to existing technology or the technical solution can be in other words for the technical solution of invention
The form of software product embodies, which is stored in a storage medium, including some instructions to
So that a computer equipment (can be personal computer, electronic equipment or the network equipment etc.) executes each reality of the present invention
Apply all or part of the steps of a method.And storage medium above-mentioned include: USB flash disk, mobile hard disk, read-only memory (ROM,
Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. it is various
It can store the medium of program code.
The embodiment of the present invention also provides a kind of non-transient computer readable storage medium, is stored thereon with computer program,
The computer program is implemented to carry out the various embodiments described above offer method when being executed by processor, for example, determine network
The access way of equipment, and it is based on access way, obtain preset flow data；According to preset flow data, the network equipment is determined
Device type, device type be internet of things equipment or traditional equipment.
The apparatus embodiments described above are merely exemplary, wherein unit can be as illustrated by the separation member
Or may not be and be physically separated, component shown as a unit may or may not be physical unit, i.e.,
It can be located in one place, or may be distributed over multiple network units.It can select according to the actual needs therein
Some or all of the modules achieves the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying creative labor
In the case where dynamic, it can understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
It realizes by means of software and necessary general hardware platform, naturally it is also possible to pass through hardware.Based on this understanding, on
Stating technical solution, substantially the part that contributes to existing technology can be embodied in the form of software products in other words, should
Computer software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including several fingers
It enables and using so that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation
Method described in certain parts of example or embodiment.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features；
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (10)
1. a kind of network equipment distinguishes method of discrimination characterized by comprising
It determines the access way of the network equipment, and is based on the access way, obtain preset flow data；
According to the preset flow data, determine that the device type of the network equipment, the device type are internet of things equipment
Or traditional equipment.
2. the method according to claim 1, wherein the access way is fixed network access, the preset flow
Data include packets fields.
3. according to the method described in claim 2, it is characterized in that, the packets fields include at least appointing in following information
Meaning one, the following information are respectively source IP address, purpose IP address, source port, target port, packet length, communication protocol, adopt
Collect duration, user agent's mark, data type and data length.
4. according to the method described in claim 3, determining the net it is characterized in that, described according to the preset flow data
The device type of network equipment, comprising:
According to the packets fields, the communication session feature of the network equipment is obtained；
Clustering is carried out to the communication session feature and determines the device type of the network equipment based on the analysis results.
5. according to the method described in claim 4, it is characterized in that, the communication session feature include in following characteristics item extremely
Few any one, the following characteristics item are respectively ratio between session active time section, uplink traffic and downlink traffic, meeting
Talk about liveness, inter-dialog gap and session destination IP sum.
6. the method according to claim 1, wherein the access way is Cellular Networks access, the default stream
Amount data include the International Mobile Equipment Identity code of the network equipment.
7. according to the method described in claim 6, determining the net it is characterized in that, described according to the preset flow data
The device type of network equipment, comprising:
The International Mobile Equipment Identity code that the network equipment is inquired in the database of International Mobile Equipment Identity code, according to looking into
Ask the device type that result determines the network equipment.
8. a kind of network equipment distinguishes discriminating gear characterized by comprising
First determining module, for determining the access way of the network equipment；
Module is obtained, for being based on the access way, obtains preset flow data；
Second determining module, for determining the device type of the network equipment, the equipment according to the preset flow data
Type is internet of things equipment or traditional equipment.
9. a kind of electronic equipment characterized by comprising
At least one processor；And
At least one processor being connect with the processor communication, in which:
The memory is stored with the program instruction that can be executed by the processor, and the processor calls described program to instruct energy
Enough methods executed as described in claim 1 to 7 is any.
10. a kind of non-transient computer readable storage medium, which is characterized in that the non-transient computer readable storage medium is deposited
Computer instruction is stored up, the computer instruction makes the computer execute the method as described in claim 1 to 7 is any.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910202080.1A CN110034970A (en) | 2019-03-18 | 2019-03-18 | The network equipment distinguishes method of discrimination and device |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910202080.1A CN110034970A (en) | 2019-03-18 | 2019-03-18 | The network equipment distinguishes method of discrimination and device |
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Family
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| CN113132157A (en) * | 2021-04-02 | 2021-07-16 | 青岛海尔科技有限公司 | Equipment configuration method and device, storage medium and electronic device |
| CN114070575A (en) * | 2020-08-07 | 2022-02-18 | 奇安信科技集团股份有限公司 | Device detection processing method, device, electronic device, storage medium, and program |
| CN114143828A (en) * | 2021-11-09 | 2022-03-04 | 中国联合网络通信集团有限公司 | Terminal access management method and device |
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Application publication date: 20190719 |
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